Personal profile
Research interests
Shahab Jolani is an assistant professor in the Department of Methodology and Statistics at Maastricht University, the Netherlands. He completed his PhD in Statistics in December 2012 at Utrecht University. His research interests lie in the analysis of missing data and multilevel models, and within that most of his published work focuses on multiple imputation of missing data in longitudinal settings. He also teaches a variety of courses on graduate and undergraduate levels including multivariate data analysis, multiple imputation, and statistical computing and simulation.
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Guidelines for multiple imputations in repeated measurements with time-dependent covariates: a case study
Tan, F. E. S., Jolani, S. & Verbeek, H., 1 Oct 2018, In: Journal of Clinical Epidemiology. 102, p. 107-114 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2441 Downloads (Pure) -
Imputation of missing covariate in randomized controlled trials with a continuous outcome: Scoping review and new results
Kayembe, M. T., Jolani, S., Tan, F. E. S. & van Breukelen, G. J. P., Nov 2020, In: Pharmaceutical Statistics. 19, 6, p. 840-860 21 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Hierarchical imputation of systematically and sporadically missing data: An approximate Bayesian approach using chained equations
Jolani, S., 1 Mar 2018, In: Biometrical Journal. 60, 2, p. 333-351 19 p.Research output: Contribution to journal › Article › Academic › peer-review
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Multiple Imputation for Multilevel Data with Continuous and Binary Variables
Audigier, V., White, I. R., Jolani, S., Debray, T. P. A., Quartagno, M., Carpenter, J., van Buuren, S. & Resche-Rigon, M., 1 May 2018, In: Statistical Science. 33, 2, p. 160-183 24 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
The R Package hmi: A Convenient Tool for Hierarchical Multiple Imputation and Beyond
Speidel, M., Drechsler, J. & Jolani, S., Oct 2020, In: Journal of Statistical Software. 95, 9, p. 1-48 48 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Datasets
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PRISMA checklist for : Temporal trends of sex differences for COVID-19 infection, hospitalisation, severe disease, intensive care unit (ICU) admission and death: Aa meta-analysis of 229 studies covering over 10M patients
Pijls, B. (Creator), Jolani, S. (Contributor), Atherley, A. (Contributor), Dijkstra, J. (Contributor), Franssen, G. (Contributor), Hendriks, S. (Contributor), Richters, A. (Contributor), Yu, E. (Contributor), Zalpuri, S. (Contributor) & Zeegers, M. (Contributor), Harvard Dataverse, 16 Dec 2021
DOI: 10.7910/dvn/trizjx
Dataset/Software: Dataset
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Replication Data for : Temporal trends of sex differences for COVID-19 infection, hospitalisation, severe disease, intensive care unit (ICU) admission and death: Aa meta-analysis of 229 studies covering over 10M patients
Pijls, B. (Creator), Jolani, S. (Contributor), Atherley, A. (Contributor), Dijkstra, J. (Contributor), Franssen, G. (Contributor), Hendriks, S. (Contributor), Richters, A. (Contributor), Yu, E. (Contributor), Zalpuri, S. (Contributor) & Zeegers, M. (Contributor), Harvard Dataverse, 16 Dec 2021
DOI: 10.7910/dvn/dpp67g
Dataset/Software: Dataset
Activities
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Journal of the Royal Statistical Society Series A-Statistics in Society (Journal)
Jolani, S. (Peer reviewer / referee)
2025Activity: Publication peer-review and editorial work › Peer review (publication) › Academic
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Statistical Methods in Medical Research (Journal)
Jolani, S. (Peer reviewer / referee)
2025Activity: Publication peer-review and editorial work › Peer review (publication) › Academic
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Statistics in Medicine (Journal)
Jolani, S. (Peer reviewer / referee)
2025Activity: Publication peer-review and editorial work › Peer review (publication) › Academic
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Nature Communications (Journal)
Jolani, S. (Peer reviewer / referee)
2025Activity: Publication peer-review and editorial work › Peer review (publication) › Academic
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Medical Education (Journal)
Jolani, S. (Peer reviewer / referee)
2025Activity: Publication peer-review and editorial work › Peer review (publication) › Academic